We refer readers to other existing comprehensive reviews as well. [1]} provides a comprehensive review of self-supervised learning methods for visual representation. [2]} recapitulates the journey of discovery of the contrastive learning methods. [3]} reviews self-supervised learning methods with a focus on generative methods and the comparison between generative methods and contrastive methods.
